Collection of datasets with DNS over HTTPS traffic
Recently, the Internet has adopted the DNS over HTTPS (DoH) resolution mechanism for privacy-aware network applications. As DoH becomes more disseminated, it has also become a network monitoring research topic. For comprehensive evaluation and comparison of developed classifiers, real-world datasets...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-06-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340922005121 |
| _version_ | 1818235916527861760 |
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| author | Kamil Jeřábek Karel Hynek Tomáš Čejka Ondřej Ryšavý |
| author_facet | Kamil Jeřábek Karel Hynek Tomáš Čejka Ondřej Ryšavý |
| author_sort | Kamil Jeřábek |
| collection | DOAJ |
| description | Recently, the Internet has adopted the DNS over HTTPS (DoH) resolution mechanism for privacy-aware network applications. As DoH becomes more disseminated, it has also become a network monitoring research topic. For comprehensive evaluation and comparison of developed classifiers, real-world datasets are needed, motivating this contribution. We created a new large-scale collection of datasets consisting of two classes of traffic: i) DoH HTTPS communication and ii) non-DoH HTTPS connections. The DoH traffic is captured for multiple DoH providers and clients to include nuances of various DoH implementations and configurations. The non-DoH HTTPS connections complement the DoH communication aiming to include a wide range of existing network applications. The dataset collection consists of network traffic generated in a controlled environment and traffic captured from a real ISP network. The resulting datasets thus provide real-world network traffic data suitable for evaluating existing classifiers and the development of new methods. |
| first_indexed | 2024-12-12T12:01:34Z |
| format | Article |
| id | doaj.art-55e73448ce274c9daf23c49cf078c36c |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-12-12T12:01:34Z |
| publishDate | 2022-06-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-55e73448ce274c9daf23c49cf078c36c2022-12-22T00:25:05ZengElsevierData in Brief2352-34092022-06-0142108310Collection of datasets with DNS over HTTPS trafficKamil Jeřábek0Karel Hynek1Tomáš Čejka2Ondřej Ryšavý3Faculty of Information Technology BUT, Bozetechova 1/2, Brno 612 00, Czech RepublicCorresponding author: Tel.: +420 224 359 725; Faculty of Information Technology CTU, Thakurova 9, Prague 160 00, Czech Republic; CESNET a.l.e, Zikova 4, Prague 160 00, Czech RepublicCESNET a.l.e, Zikova 4, Prague 160 00, Czech RepublicFaculty of Information Technology BUT, Bozetechova 1/2, Brno 612 00, Czech RepublicRecently, the Internet has adopted the DNS over HTTPS (DoH) resolution mechanism for privacy-aware network applications. As DoH becomes more disseminated, it has also become a network monitoring research topic. For comprehensive evaluation and comparison of developed classifiers, real-world datasets are needed, motivating this contribution. We created a new large-scale collection of datasets consisting of two classes of traffic: i) DoH HTTPS communication and ii) non-DoH HTTPS connections. The DoH traffic is captured for multiple DoH providers and clients to include nuances of various DoH implementations and configurations. The non-DoH HTTPS connections complement the DoH communication aiming to include a wide range of existing network applications. The dataset collection consists of network traffic generated in a controlled environment and traffic captured from a real ISP network. The resulting datasets thus provide real-world network traffic data suitable for evaluating existing classifiers and the development of new methods.http://www.sciencedirect.com/science/article/pii/S2352340922005121DNS over HTTPSDNSHTTPSComputerNetworkMonitoring |
| spellingShingle | Kamil Jeřábek Karel Hynek Tomáš Čejka Ondřej Ryšavý Collection of datasets with DNS over HTTPS traffic Data in Brief DNS over HTTPS DNS HTTPS Computer Network Monitoring |
| title | Collection of datasets with DNS over HTTPS traffic |
| title_full | Collection of datasets with DNS over HTTPS traffic |
| title_fullStr | Collection of datasets with DNS over HTTPS traffic |
| title_full_unstemmed | Collection of datasets with DNS over HTTPS traffic |
| title_short | Collection of datasets with DNS over HTTPS traffic |
| title_sort | collection of datasets with dns over https traffic |
| topic | DNS over HTTPS DNS HTTPS Computer Network Monitoring |
| url | http://www.sciencedirect.com/science/article/pii/S2352340922005121 |
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